Markus Grasmair

About Markus Grasmair

Markus Grasmair, With an exceptional h-index of 17 and a recent h-index of 11 (since 2020), a distinguished researcher at Norges teknisk-naturvitenskaplige universitet, specializes in the field of Inverse Problems, Mathematical Image Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Parameter identification in PDEs by the solution of monotone inclusion problems

Maximum Discrepancy Generative Regularization and Non-Negative Matrix Factorization for Single Channel Source Separation

Adversarial Generative NMF for Single Channel Source Separation

MULTICRITERIA OPTIMISATION, A PRIMER

Multi-parameter approaches in image processing

Towards a data-driven system for personalized cervical cancer risk stratification

A square root velocity framework for curves of bounded variation

A PDE-Based Method for Shape Registration

Markus Grasmair Information

University

Position

Department of Mathematical Sciences

Citations(all)

2410

Citations(since 2020)

865

Cited By

1979

hIndex(all)

17

hIndex(since 2020)

11

i10Index(all)

25

i10Index(since 2020)

16

Email

University Profile Page

Norges teknisk-naturvitenskaplige universitet

Google Scholar

View Google Scholar Profile

Markus Grasmair Skills & Research Interests

Inverse Problems

Mathematical Image Processing

Top articles of Markus Grasmair

Title

Journal

Author(s)

Publication Date

Parameter identification in PDEs by the solution of monotone inclusion problems

arXiv preprint arXiv:2403.04557

Pankaj Gautam

Markus Grasmair

2024/3/7

Maximum Discrepancy Generative Regularization and Non-Negative Matrix Factorization for Single Channel Source Separation

arXiv preprint arXiv:2404.15296

Martin Ludvigsen

Markus Grasmair

2024/3/26

Adversarial Generative NMF for Single Channel Source Separation

arXiv preprint arXiv:2305.01758

Martin Ludvigsen

Markus Grasmair

2023/4/24

MULTICRITERIA OPTIMISATION, A PRIMER

MARKUS GRASMAIR

2023/4/4

Multi-parameter approaches in image processing

Markus Grasmair

Valeriya Naumova

2023/2/25

Towards a data-driven system for personalized cervical cancer risk stratification

Scientific Reports

Geir Severin RE Langberg

Jan F Nygård

Vinay Chakravarthi Gogineni

Mari Nygård

Markus Grasmair

...

2022/7/15

A square root velocity framework for curves of bounded variation

arXiv preprint arXiv:2203.06633

Markus Grasmair

2022/3/13

A PDE-Based Method for Shape Registration

SIAM Journal on Imaging Sciences

Esten Nicolai Wøien

Markus Grasmair

2022

Matrix factorization for the reconstruction of cervical cancer screening histories and prediction of future screening results

BMC bioinformatics

Geir Severin RE Langberg

Mikal Stapnes

Jan F Nygård

Mari Nygård

Markus Grasmair

...

2022/11/16

Recurrent Time-Varying Multi-Graph Convolutional Neural Network for Personalized Cervical Cancer Risk Prediction

Vinay Chakravarthi Gogineni

Severin RE Langberg

Valeriya Naumova

Jan F Nygård

Mari Nygård

...

2021/10/31

Data-driven personalized cervical cancer risk prediction: A graph-perspective

Vinay Chakravarthi Gogineni

Severin RE Langberg

Valeriya Naumova

Jan F Nygård

Mari Nygård

...

2021/7/11

Source conditions for non-quadratic Tikhonov regularization

Numerical Functional Analysis and Optimization

Markus Grasmair

2020/8/17

Adaptive multi-penalty regularization based on a generalized lasso path

Applied and Computational Harmonic Analysis

Markus Grasmair

Timo Klock

Valeriya Naumova

2020/7/1

Subgradient-based Lavrentiev regularisation of monotone ill-posed problems

arXiv preprint arXiv:2005.08917

Markus Grasmair

Fredrik Hildrum

2020/5/18

See List of Professors in Markus Grasmair University(Norges teknisk-naturvitenskaplige universitet)

Co-Authors

H-index: 47
Helge Holden

Helge Holden

Norges teknisk-naturvitenskaplige universitet

H-index: 44
Axel Munk

Axel Munk

Georg-August-Universität Göttingen

H-index: 43
Peter Maass

Peter Maass

Universität Bremen

H-index: 41
Markus Haltmeier

Markus Haltmeier

Universität Innsbruck

H-index: 21
Martin Bauer

Martin Bauer

Florida State University

H-index: 12
Peter Elbau

Peter Elbau

Universität Wien

academic-engine